A Mixture of Experts ensemble of three CNN experts improves out-of-distribution transcription factor binding site prediction, and a shift-averaged gradient method called ShiftSmooth gives more stable motif attributions.
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Explainable AI in Genomics: Transcription Factor Binding Site Prediction with Mixture of Experts
A Mixture of Experts ensemble of three CNN experts improves out-of-distribution transcription factor binding site prediction, and a shift-averaged gradient method called ShiftSmooth gives more stable motif attributions.